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学生对 特许金融分析师协会 提供的 Statistics for Machine Learning for Investment Professionals 的评价和反馈

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课程概述

One of the biggest changes in the past decade is the rapid adoption of machine learning, AI, and big data in investment decision making. This course introduces learners with knowledge of the investment industry to foundational statistical concepts underpinning machine learning as well as advanced AI techniques. This course demonstrates core modeling frameworks along with carefully selected real-world investment practice examples. The course seeks to familiarize learners with two important programming languages — Python and R (no prior knowledge of Python or R necessary). The motivation is to demonstrate the elegance — and speed — simple programming brings to the investment decision-making process. The reading material in this course offers in-practice insights curated from the blogs of CFA Institute as well as other leading publications. After taking this course you will be able to: - Describe the importance of identifying information patterns for building models - Explain probability concepts for solving investing problems - Explain the use of linear regression and interpret related Python and R code - Describe gradient descent, explain logistic regression, and interpret Python and R code - Describe the characteristics and uses of time-series models This course is part of the Data Science for Investment Professionals Specialization offered by CFA Institute....

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1 - Statistics for Machine Learning for Investment Professionals 的 4 个评论(共 4 个)

创建者 Vijay G K

Feb 14, 2022

创建者 Calvin L

Sep 29, 2022

创建者 Martin A W

Mar 19, 2022

创建者 Pang C H

Nov 18, 2022